Author

Austen Lamacraft

University of CambridgeORCID 0000-0002-0707-0488Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:scATAC-seq· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrew J. KnightsiD· 1 shared Cecilia Domínguez CondeiD· 1 shared Emily StephensoniD· 1 shared Jong-Eun ParkiD· 1 shared Krzysztof PolańskiiD· 1 shared Lira MamanovaiD· 1 shared Mika Sarkin JainiD· 1 shared Mirjana EfremovaiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Andrew J. KnightsORCID

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1 paper

Recent·Most cited

MultiMAP: Dimensionality Reduction and Integration of Multimodal Data

Mika Sarkin Jain, Krzysztof Polański, Cecilia Domínguez Conde, Xi Xian Chen, Jong-Eun Park, Lira Mamanova, Andrew J. Knights, Rachel Anne Botting, Emily Stephenson, Muzlifah A. Haniffa, Austen Lamacraft, Mirjana Efremova, Sarah Amalia Teichmann

MultiMAP integrates multimodal data by reducing dimensionality and preserving structure, outperforming existing methods in various tasks.

Genome biology · Dec 1, 2021Peer-reviewedBioinformatics